AI content QA for agencies
A second pair of eyes before the client sees it
If you run a marketing agency, a content studio, or a freelance practice, AI has probably changed your production numbers. It has not changed what the client expects: that every article you deliver is correct. baryreview is AI content QA for agencies that produce at volume and cannot put a senior editor on every piece.
Here is the arrangement. You publish the draft to a URL, order a review, and a professional editor reads the whole article. Within about one business day you get an email with a numbered list of corrections, each quoting the passage and written as an instruction you paste into the AI that drafted it. You apply the fixes, check the result, and deliver.
What this protects is the relationship. A client who finds a made-up statistic in a post you wrote does not think “the AI did that.” They think you did not read it. Outsourced editorial review is cheaper than that conversation.
Why it fits an agency
One flat cost per article
Every review is one flat fee, no account, no minimum, no subscription. It is a line item you can pass through to the client or absorb into your rate.
Ordering is per URL
There is no integration and no platform to adopt. If the article has a public web address, we can review it. That works with any CMS, any AI tool, and any team.
Corrections, not rewrites
We never touch the text. The editor tells you what is wrong and why; your tool and your writer decide how to fix it. The client’s voice stays intact.
How agencies use it
The same service slots into different workflows. These are the patterns we see most.
Pre-delivery check on client drafts
A content studio drafts a batch of blog posts with an AI tool, posts each one to a preview URL in the client’s CMS, and orders a review for each. The writer applies the corrections, the account manager does a last read, and the client gets a piece that has already been through an editor. The editor’s email never reaches the client; it is an internal document.
Rescuing a backlog
A client’s existing blog has forty AI-written posts from before anyone was checking facts. The agency orders reviews for the ten highest-traffic pages first, fixes those, and works down the list. Each review stands alone, so the project can start, pause, and resume on the agency’s schedule.
Landing pages and compliance-sensitive copy
A freelancer writes landing page copy for a financial services client. The stakes are higher than a blog post: a promise the client cannot keep, or a claim that reads as advice, is a problem. The review flags risky statements about the client’s own product and service before the page goes live.
A new writer’s first few pieces
An agency brings on a junior writer who leans on AI for first drafts. For the first month, every piece they produce gets a review. The corrections double as training: the writer sees exactly what the tool gets wrong, paragraph by paragraph, and the senior staff spend their time elsewhere.
Working with drafts
We review web pages, so the article has to be reachable at a URL when you order. It does not have to be live to the public in the sense of being linked from anywhere.
- Unlisted and preview URLs are fine. A draft preview link from WordPress, Webflow, HubSpot, Ghost, or any CMS works as long as it opens without logging in. So does a staging site, a hidden page on the client’s domain, or a page on your own domain.
- Password-protected pages are not. We fetch a snapshot of the page at the moment you order, and if the fetch hits a login or password prompt, there is nothing for the editor to read. If that happens, we cannot complete the review and you get a full refund. Move the draft to an unlisted URL and order again.
- We review the snapshot, not the live page. Edits you make after ordering are not seen by the editor. Finish the draft, then order.
- Any type of page. Blog posts, landing pages, help articles, newsletters published to the web, product descriptions. The what we check page lists what the editor looks for.
Volume
Order as many reviews as you like. There is no account to create and no limit on how many articles you can submit; each URL is its own order with its own payment, and each order gets its own email, so a batch of twelve reviews arrives as twelve separate emails you can forward or file per article.
Reviews are done in the order received by a real person, so a large batch submitted at once will come back over a longer window than a single article. If you have recurring volume and want to talk about scheduling or billing, contact us and tell us roughly how many articles a month you expect.
What your client sees
Nothing from us. The review goes to whatever email address you enter at checkout, and we send nothing to anyone else. We do not contact the site owner, we do not leave comments, we do not publish anything, and we do not keep a public record of what was reviewed. If you want the client to see the corrections, you forward them. If you do not, they only ever see the finished article.
Your client’s content is handled the same way as everyone’s: the snapshot exists so an editor can read it, and it is not reused or shared. Details are in our privacy policy.
Put an editor on the next piece you deliver
Paste the draft’s URL, pay one flat fee, and a human editor reads every word before your client does.